Strong solution for deep scratches on metal?

the crescent plate at the side of my stingray for the knobs has got a deep scratch.
makes my heart ache looking at that
the surface is shiny so i'll have to skip sandpaper.
is there any strong solution which may be able to bite deep into the metal to remove the scratch?